Original practice · fully worked
Original variant: variance of a two-stage service time
A data request passes through two independent service stages. Their times are exponential with means 4 seconds and 7 seconds. Find the variance of total service time.
- A
11 seconds squared - B
33 seconds squared - C
49 seconds squared - D
65 seconds squared - E
121 seconds squared
Answer and calculation
Exponential variance equals mean squared. Adding the independent stage variances gives 16+49=65.
Setup
Setup
The stage variances are the squares of the exponential means, giving 16 and 49 seconds squared.
Var(X)=42=16 Var(Y)=72=49 Model
Model
Independence removes the covariance term, so the total service-time variance is the sum of the two stage variances.
Var(X+Y)=16+49 Compute
Compute
The resulting variance is 65 seconds squared.
Var(X+Y)=65 Answer
Answer
The total service time has variance 65 seconds squared, selecting choice D.
65 seconds2(D)